Learning to Sample: an Active Learning Framework

9 September 2019

Papers citing "Learning to Sample: an Active Learning Framework"

15 / 15 papers shown

Title
Towards Comparable Active Learning Thorben Werner Johannes Burchert Lars Schmidt-Thieme 156 0 0 24 Feb 2025
A Survey on Deep Active Learning: Recent Advances and New Frontiers Dongyuan Li Zhen Wang Yankai Chen Xue Liu Weiping Ding Manabu Okumura 165 31 0 01 May 2024
Importance of negative sampling in weak label learning Ankit Parag Shah Fuyu Tang Zelin Ye Rita Singh Bhiksha Raj 42 0 0 23 Sep 2023
Hazards in Deep Learning Testing: Prevalence, Impact and Recommendations Salah Ghamizi Maxime Cordy Yuejun Guo Mike Papadakis And Yves Le Traon 35 1 0 11 Sep 2023
How To Overcome Confirmation Bias in Semi-Supervised Image Classification By Active Learning Sandra Gilhuber Rasmus Hvingelby Mang Ling Ada Fok Thomas Seidl 63 1 0 16 Aug 2023
Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection Erik Arakelyan Arnav Arora Isabelle Augenstein 56 10 0 01 Jun 2023
Algorithm Selection for Deep Active Learning with Imbalanced Datasets Jifan Zhang Shuai Shao Saurabh Verma Robert D. Nowak 112 21 0 14 Feb 2023
Does Configuration Encoding Matter in Learning Software Performance? An Empirical Study on Encoding Schemes Jing Gong Tao Chen 61 14 0 30 Mar 2022
Reinforced Meta Active Learning Michael Katz Eli Kravchik OffRL 58 1 0 09 Mar 2022
Addressing practical challenges in Active Learning via a hybrid query strategy D. Agarwal Pravesh Srivastava Sergio Martin del Campo Balasubramaniam Natarajan Babji Srinivasan 49 7 0 07 Oct 2021
Accountable Error Characterization Amita Misra Zhe Liu J. Mahmud 27 0 0 10 May 2021
ErGAN: Generative Adversarial Networks for Entity Resolution Jingyu Shao Qing Wang Asiri Wijesinghe Erhard Rahm GAN 36 8 0 18 Dec 2020
Learning active learning at the crossroads? evaluation and discussion L. Desreumaux V. Lemaire 77 12 0 16 Dec 2020
Ask-n-Learn: Active Learning via Reliable Gradient Representations for Image Classification Bindya Venkatesh Jayaraman J. Thiagarajan 18 4 0 30 Sep 2020
Importance of Self-Consistency in Active Learning for Semantic Segmentation S. Golestaneh Kris Kitani SSL 54 36 0 04 Aug 2020